{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"2c5ab30207aa","filters":{"venue":"Boletim do Instituto de Pesca"}},"results":[{"id":"W2911577011","doi":"10.20950/1678-2305.2019.45.1.412","title":"ECONOMIC POTENTIAL OF THE BRAZILIAN MARINE RECREATIONAL FISHERY","year":2019,"lang":"en","type":"article","venue":"Boletim do Instituto de Pesca","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Fishing; Fishery; Recreation; Recreational fishing; Geography; Shore; Agricultural economics; Environmental science; Economics; Ecology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.001804817436160796,"gpt":0.1615255894325092,"spread":0.1597207719963484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008040499,0.00009005866,0.0000905578,0.00001055545,0.00006984749,0.00002527082,0.0002726721,0.00005824695,0.01831012],"category_scores_gemma":[0.000006702283,0.00005722406,0.00006912277,0.00006983468,0.00007924668,0.0001558385,0.000228006,0.00008122338,0.001225859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346007,"about_ca_system_score_gemma":0.00003633134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002052449,"about_ca_topic_score_gemma":0.0001459805,"domain_scores_codex":[0.9993782,0.00001719862,0.0001436204,0.00016229,0.0001519358,0.0001467214],"domain_scores_gemma":[0.9997294,0.000007533375,0.00006178753,0.0001553895,0.000003718566,0.00004220002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000271873,0.00004673025,0.8999933,0.00001117461,0.00001923096,0.000001976528,0.0001125149,0.009446759,0.01695281,0.00148742,0.0630747,0.008826194],"study_design_scores_gemma":[0.0001771595,0.000008680249,0.8665081,0.00001467175,0.000005475257,0.00001021788,0.00001280519,0.0001917241,0.001091218,0.0003402889,0.1315463,0.00009337557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8138886,0.000006153167,0.000008728308,0.0008699975,0.0002932677,0.0001425793,0.000006255699,0.00001224992,0.1847722],"genre_scores_gemma":[0.9748748,0.00001339033,0.0005463775,0.0001575342,0.00006421169,0.000006040442,0.00001629984,0.000004629605,0.02431674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609862,"threshold_uncertainty_score":0.9995518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610616683","doi":"10.20950/1678-2305.2013v39n3p205","title":"Biologia reprodutiva do camarão sete-barbas no litoral centro sul e sul do Espírito Santo, Brasil","year":2013,"lang":"pt","type":"article","venue":"Boletim do Instituto de Pesca","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biology; Fishing; Abundance (ecology); Quarter (Canadian coin); Reproductive cycle; Shrimp; Maturity (psychological); Fishery; Geography; Reproduction; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.01351069889247884,"gpt":0.2480730271108733,"spread":0.2345623282183944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001210877,0.0009438935,0.0009097443,0.0002140573,0.0007945535,0.001408795,0.002005424,0.0007911874,0.0840039],"category_scores_gemma":[0.001153337,0.000868204,0.0004099915,0.0009529475,0.001661774,0.001095275,0.002296124,0.001384121,0.01852988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110984,"about_ca_system_score_gemma":0.0004387895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358,"about_ca_topic_score_gemma":0.0004207524,"domain_scores_codex":[0.9922132,0.0005470597,0.001093435,0.002218371,0.001322113,0.002605826],"domain_scores_gemma":[0.995865,0.0001975978,0.0003105183,0.002307578,0.0001776535,0.001141641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003366512,0.0006892322,0.6965342,0.0002414483,0.0001227554,0.0003374061,0.0008226449,0.0001035943,0.008474093,0.0007416829,0.1956682,0.09592819],"study_design_scores_gemma":[0.00129009,0.000581292,0.161826,0.0001220874,0.00005141235,0.00008968544,0.000455743,0.0009710008,0.0009777724,0.0002103539,0.8321912,0.001233299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5325921,0.001141078,0.0001962997,0.003235878,0.002850013,0.002577663,0.0002924364,0.000293162,0.4568213],"genre_scores_gemma":[0.9554243,0.00117503,0.001387174,0.0009116497,0.001633699,0.0002599204,0.0001216063,0.0001142939,0.03897234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6365231,"threshold_uncertainty_score":0.9996278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914420927","doi":"10.20950/1678-2305.2019.45.1.325","title":"QUALIDADE DA CARNE E RESPOSTAS DE ESTRESSE EM Piaractus mesopotamicus APÓS EXPOSIÇÃO í€ NÍVEIS SUBLETAIS DE AMÔNIA E SUBSEQUENTE RECUPERAÇÃO","year":2019,"lang":"pt","type":"article","venue":"Boletim do Instituto de Pesca","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Continental (Canada)","funders":"","keywords":"Piaractus mesopotamicus; Pacu; Animal science; Molecular biology; Biology; Chemistry; Fishery","retraction":null,"screen_n_in":null,"score":{"opus":0.02025453207773098,"gpt":0.2574307283870246,"spread":0.2371761963092937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001174297,0.000983919,0.001004089,0.0001394258,0.0007425396,0.001158301,0.001332832,0.00109076,0.002453107],"category_scores_gemma":[0.0003731161,0.0005714549,0.0006565098,0.001059857,0.0003538746,0.0006148509,0.0003004108,0.001235787,0.001534841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007993684,"about_ca_system_score_gemma":0.0004138356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772396,"about_ca_topic_score_gemma":0.001219559,"domain_scores_codex":[0.9938049,0.0008482972,0.001032511,0.001402203,0.0008675196,0.002044523],"domain_scores_gemma":[0.9972907,0.0003015394,0.0004678277,0.0005414935,0.0003152932,0.001083094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004151765,0.003772602,0.1411876,0.00115331,0.0007772358,0.002658231,0.02762729,0.0007490072,0.6817963,0.02089339,0.07099501,0.04423825],"study_design_scores_gemma":[0.00481208,0.002102233,0.1687839,0.0017417,0.0005149871,0.001242414,0.01340342,0.001126884,0.04045248,0.0008643802,0.7612228,0.003732759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801776,0.00414831,0.00008413693,0.007923265,0.000638817,0.001084307,0.0005871065,0.0003281384,0.005028328],"genre_scores_gemma":[0.9829472,0.001387695,0.0006928469,0.003519824,0.0008627046,0.00008968171,0.0004691503,0.00002588148,0.01000504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6902277,"threshold_uncertainty_score":0.9998786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113847498","doi":"","title":"COMPARAÇÃO ENTRE A PRODUÇÃO DE CAMARÃO-SETE-BARBAS E DE FAUNA ACOMPANHANTE PELA FROTA-DE-PEQUENO-PORTE SEDIADO NA PARIA DE PEREQUÊ, ESTADO DE SÃO PAULO, BRASIL","year":2018,"lang":"pt","type":"article","venue":"Boletim do Instituto de Pesca","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Shrimp; Fishery; Quarter (Canadian coin); Geography; Fauna; Biology; Ecology; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.02301665047416323,"gpt":0.2601330044206513,"spread":0.2371163539464881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001743598,0.001106472,0.001127781,0.0001236863,0.001489837,0.0008939992,0.001518676,0.001080901,0.002436684],"category_scores_gemma":[0.0004753039,0.0006773757,0.0006480203,0.0009356807,0.0008926748,0.0004809807,0.0003046604,0.001297062,0.0007841759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279969,"about_ca_system_score_gemma":0.0011906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369204,"about_ca_topic_score_gemma":0.005678186,"domain_scores_codex":[0.9927685,0.0009484514,0.001084933,0.001463076,0.0008000986,0.002934899],"domain_scores_gemma":[0.9966143,0.0002515147,0.0005586698,0.000484235,0.0004226863,0.001668627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002023319,0.004330913,0.4084008,0.0008390698,0.0007749847,0.00215144,0.03429792,0.0003149501,0.3258627,0.006211829,0.1894316,0.02536045],"study_design_scores_gemma":[0.005810727,0.002613893,0.5322366,0.002288304,0.00106078,0.003520399,0.01599146,0.01233623,0.02846763,0.004247022,0.386834,0.004592939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794921,0.001900949,0.002257494,0.005696397,0.0005236834,0.001326261,0.0005591966,0.0004875421,0.007756338],"genre_scores_gemma":[0.9854763,0.0005459504,0.002704716,0.004603942,0.00279362,0.0001641808,0.0002709775,0.00003013159,0.003410248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2973951,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2932355740","doi":"10.20950/1678-2305.2019.45.2.396","title":"GROWTH PARAMETERS AND YIELD PER RECRUIT ANALYSIS FOR THE ARMOURED CATFISH Pterygoplichthys pardalis SAMPLED IN THE LOW REACH OF THE AMAZONAS RIVER","year":2019,"lang":"en","type":"article","venue":"Boletim do Instituto de Pesca","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Fishery; Fishing; Catfish; Geography; Stock (firearms); Amazon rainforest; Fisheries management; Biology; Fish <Actinopterygii>; Ecology; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.02398027297616886,"gpt":0.2401393919771475,"spread":0.2161591190009786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008377546,0.0001772484,0.0002873592,0.00005289149,0.0001836911,0.00004319917,0.0006998248,0.0001629722,0.0002681648],"category_scores_gemma":[0.0001926952,0.00009266219,0.0002073311,0.0003871197,0.0006405849,0.00008852017,0.0001732394,0.0002282729,0.00002631046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008726312,"about_ca_system_score_gemma":0.00002532366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802683,"about_ca_topic_score_gemma":0.006501582,"domain_scores_codex":[0.998646,0.0001595166,0.0002776521,0.0003766982,0.0001922349,0.0003479254],"domain_scores_gemma":[0.9987689,0.0004733037,0.0001360607,0.0005613749,0.00001576269,0.00004464674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005632967,0.0001070499,0.9892741,0.0000118235,0.0000867032,0.00000170033,0.001741832,0.0005129403,0.005476667,0.0001873636,0.001611301,0.0009322076],"study_design_scores_gemma":[0.0003836807,0.00007597708,0.9921021,0.00001036872,0.0003018276,0.000009074931,0.0004246331,0.0003168214,0.0004590651,0.0002241586,0.005550252,0.0001420426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952195,0.00005427267,0.0001717906,0.002299199,0.0001602008,0.001009715,0.00004587651,0.00001077517,0.001028676],"genre_scores_gemma":[0.9974641,0.00005038589,0.0005456546,0.00152451,0.00002460253,0.0001909932,0.000009173919,0.000009100391,0.0001815183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005017602,"threshold_uncertainty_score":0.4236837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787455463","doi":"","title":"Análises morfométrica e do DNA mitocondrial do pargo, Lutjanus purpureus (Teleostei, Lutjanidae), no Atlântico Ocidental, em frente à região Norte do Brasil","year":2006,"lang":"pt","type":"article","venue":"Boletim do Instituto de Pesca","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Lutjanidae; Teleostei; Biology; Mitochondrial DNA; Fishery; Perciformes; Zoology; Fish <Actinopterygii>; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.01171085573046208,"gpt":0.2372504814662175,"spread":0.2255396257357554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009619219,0.001777247,0.001755571,0.0004979832,0.00163578,0.001357809,0.002555173,0.001944469,0.01033223],"category_scores_gemma":[0.0004179666,0.001806535,0.0009915576,0.001159756,0.002642846,0.001087569,0.001459245,0.001640228,0.01033153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535056,"about_ca_system_score_gemma":0.0004582193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511734,"about_ca_topic_score_gemma":0.004740359,"domain_scores_codex":[0.9895126,0.0006478775,0.002144112,0.003010107,0.001503265,0.003182077],"domain_scores_gemma":[0.9952727,0.0002655453,0.001096075,0.002189686,0.0001549495,0.001021036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007163182,0.003069448,0.5707481,0.0001645895,0.0002239741,0.002266627,0.0005725862,0.0005208964,0.03747426,0.0005062276,0.3760028,0.00773422],"study_design_scores_gemma":[0.004510427,0.0009616321,0.7534514,0.0002573137,0.0006692133,0.0006866487,0.0006915917,0.0001760755,0.002266296,0.0002401007,0.2338846,0.002204683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383469,0.003866539,0.0001446751,0.0009478878,0.007462418,0.003294967,0.0009614215,0.000408612,0.04456654],"genre_scores_gemma":[0.981998,0.0007060393,0.001313841,0.0009353781,0.003064582,0.0004708521,0.0002682619,0.0001881637,0.01105483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1827033,"threshold_uncertainty_score":0.9996789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232722291","doi":"10.20950/1678-2305.2016v42n1p236","title":"Length-weight relationships of 29 species of teleost fish from shallow estuarine environment of Samborombon Bay (Río De la Plata, Argentina)","year":2016,"lang":"en","type":"article","venue":"Boletim do Instituto de Pesca","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Bay; Sciaenidae; Estuary; Characidae; Allometry; Fishery; Ichthyology; Clupeidae; Fish <Actinopterygii>; Ecology; Biology; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.0172205109087738,"gpt":0.1914746624367388,"spread":0.174254151527965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004407038,0.0001488997,0.0003407785,0.00002125635,0.0001469155,0.000004897629,0.0002530727,0.0002490397,0.0008312531],"category_scores_gemma":[0.0003013972,0.00006189136,0.0001093771,0.0000856129,0.0007476677,0.00007429067,0.0001440456,0.0001368391,0.00002117198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004124676,"about_ca_system_score_gemma":0.00002043034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002359697,"about_ca_topic_score_gemma":0.001503272,"domain_scores_codex":[0.998853,0.0001646811,0.0003500202,0.0002479056,0.0001214764,0.0002629658],"domain_scores_gemma":[0.9987794,0.0008134831,0.0002187678,0.0001033602,0.00002655891,0.00005844448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006739228,0.000211702,0.8772302,0.000009384295,0.00008285248,0.000004454847,0.0001427184,0.000006476098,0.1161872,0.001928721,0.001104728,0.00302417],"study_design_scores_gemma":[0.0002749202,0.0001574015,0.9296616,0.00005376654,0.00003869475,0.000003167152,0.0001394424,0.000003116457,0.01505849,0.0007810472,0.05371089,0.0001174663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911936,0.0002489272,0.00003477368,0.001531027,0.00008561532,0.0001192899,0.000233205,0.00001766144,0.00653588],"genre_scores_gemma":[0.997676,0.0008582692,0.0008269681,0.00005243531,0.00009959742,0.00001381251,0.00004325432,0.000001267316,0.0004283998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1011287,"threshold_uncertainty_score":0.9101639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}